Modern AI-generated faces have reached a level of realism where they are often indistinguishable from actual photographs. Recent research indicates:

Unregulated Police Face Recognition in America: Perpetual Line Up

The rise of hyper-realistic faces has led to new systemic risks, as documented in various industry reports: